Gumloop vs Zapier: Which is best for you?
Zapier was originally built for deterministic workflows in a pre-AI era, then added AI afterward. Gumloop was built for AI agents from day one.
“Gumloop turned our sales and marketing teams into builders, and saved us thousands of hours of manual work.”
Gumloop vs. Zapier
With Gumloop, your entire team can orchestrate agents that can reason, write code, and self-improve.
Gumloop |  Zapier | |
|---|---|---|
Platform | ||
| Built for | AI agents and workflows, together | Moving data between apps |
| Connected apps | 100+ | 8,000+ |
| AI agents included | ||
| Chat-based agent builder | ||
| Webhooks and scheduled triggers | ||
| Native Slack agents | ||
| Custom MCP integrations | ||
AI agent capabilities | ||
| AI agent model is configurable | ||
| Agents write and execute code autonomously | ||
| Agents can self-correct mid-run | ||
| Agents can create artifacts | ||
| Agents can create, iterate on, and share skills | ||
| Per-agent message limits | ||
| Support for self-hosted / fine-tuned models | ||
Pricing | ||
| Pricing model | One credit pool for your entire org: agents, workflows, and integrations all included | Two currencies (tasks + activities); Agents and Chatbots as paid add-ons |
| Top models included in subscription cost (Claude, GPT-5, Gemini 3, Llama, DeepSeek, Grok, Perplexity) | ||
| Premium integrations included | ||
Security, compliance, and governance | ||
| Role-based access control (RBAC) | ||
| Audit logging | ||
| Virtual private cloud deployment | ||
| Zero Data Retention (Incognito mode) | ||
| AI model allow/deny lists | ||
| AI spend policies and guardrails | ||
| Automatic model fallbacks | ||
| Route AI traffic through your own proxy | ||
| Per-tool MCP tracing and observability | ||
| Enterprise app/action restrictions on agents | ||
Support and enablement | ||
| Enterprise onboarding | Dedicated Solutions Engineer + forward-deployed education team (on-site visits included) | Onboarding program + Technical Account Manager + CSM |
First-class AI agents
Zapier spent a decade perfecting deterministic workflows, then added agents as a separate product. Gumloop is an AI-native product in which agents and workflows work together seamlessly: agents can call workflows, and workflows can orchestrate multiple agents. Gumloop agents can also self-correct when something breaks.
One currency, one bill, the best models
For workflows, Zapier charges per "task." Zapier's agents are a separate, paid add-on, and usage is billed per "activity." Gumloop keeps it simple by using a single credit currency across agents, workflows, and integrations. Unlike Zapier, your Gumloop subscription also includes access to the latest models and best-in-class enrichment, research, and web scraping tools.
Control every credential and observe every tool call
SOC 2, SSO, SCIM, and audit logging are table stakes. Gumloop also gives you the ability to monitor and control data use across all of your organization's AI agents — both on and off Gumloop. Plus, Gumloop supports allow/deny lists for AI providers, automatic model fallbacks, AI proxy routing, VPC deployment, and Zero Data Retention for sensitive runs.
What Gumloop does that Zapier can't
Agents that write and run their own code
Agents that create their own decks, dashboards, and docs
White-labeled Slack agents
Agents that scrape, reason, and act on web data
Agents that can reason across multiple triggers
Build MCP integrations in natural language
Gumloop vs. Zapier
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